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On Importance of Pruning and Distillation for Efficient Low Resource NLP
Aishwarya Mirashi, Purva Lingayat, Srushti Sonavane +3
The rise of large transformer models has revolutionized Natural Language Processing, leading to significant advances in tasks like text classification. However, this progress deman…
Multilingual Evaluation of Semantic Textual Relatedness
Sharvi Endait, Srushti Sonavane, Ridhima Sinare +3
The explosive growth of online content demands robust Natural Language Processing (NLP) techniques that can capture nuanced meanings and cultural context across diverse languages.…
L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages
Aishwarya Mirashi, Srushti Sonavane, Purva Lingayat +2
In this work, we introduce L3Cube-IndicNews, a multilingual text classification corpus aimed at curating a high-quality dataset for Indian regional languages, with a specific focus…